Train bot from Wiki

Rasa Open Source
1

Hi,

Is there any way that bot can start training by itself from wiki pages? or any other way that bot can respond from wiki pages.

Thanks, Harsh

2

Hi Harsh,

if you want the bot to extract the answers from a text there is no way to do this in rasa. There are question answering models out there (eg https://arxiv.org/pdf/1906.02738.pdf), so you could build a custom component yourself to integrate this into a rasa bot.

3

Thanks @imLew

Ok if I extract some question and its answer from wiki or any other page then how can i create utterances of that question automatically without manual intervention and train rasa.

eg. Let suppose I have a wiki page of Rasa.

My job extract -

Question: About Rasa

Response: Rasa is a …

So how can I create multiple utterances of About Rasa for training. Any python library?

4

You want to generate both questions and answers based on a text and use that as training data? I am not aware of any way to do this, much less a python library sorry

5

Only for questions. like rewrite paraphrase.